Introduction to SQL Procedure
Retrieving Data From a Single Table
Retrieving Data from Multiple Tables
Creating and Updating Tables and Views
Programming with the SQL Procedure
Practical Problem-Solving with PROC SQL

Concept of Regression and features of linear line.
Assumptions of Classical Linear Regression Model
Method of Least Squares
Understanding the Goodness of fit
Test of Significance of the Estimated Parameters
Multiple Linear Regression and their Assumptions
Concept of Multicollinearity
Signs of Multi-collinearity
The Idea of Autocorrelation

Introduction to R
Basic Operations in R
Different Data Types and Data Structures In R
Subsetting In R
Additional Topics on Data Structures
Importing Data Sets in R
R Loops and Special Functions
Calculation of Commission and Simple Interest
Plots and Charts in R
Merging and Sorting Functions in R
Summarising Data
Calculations of the Measures of Central Tendency and Measures of Dispersion or Variability